Silvia Villa
Computational Mechanics · 2010–2015
A researcher in the Science corpus: 4 papers; trusts 74 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Computational Mechanics — 31 citations into it
- Artificial Intelligence — 30 citations into it
- Optimization & Training — 27 citations into it
- Computer Vision and Pattern Recognition — 19 citations into it
- Statistics and Probability — 16 citations into it
- Mathematical Optimization — 14 citations into it
- Statistical Learning Theory — 13 citations into it
- Computational Theory and Mathematics — 12 citations into it
Whom Silvia Villa trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Yurii E. Nesterov
- Patrick L. Combettes
- Robert Tibshirani
- John C. Duchi
- Heinz H. Bauschke
- Anatoli B. Juditsky
- Guanghui Lan
- Francis R. Bach
- Grace Wahba
- Paul Tseng
Who trusts Silvia Villa overall
Papers from Silvia Villa's perspective
Ordered by how strongly the researchers Silvia Villa trusts endorse each paper. Same corpus, a different order for every researcher.
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- ImageNet classification with deep convolutional neural networks
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Gradient-based learning applied to document recognition
- ImageNet: A large-scale hierarchical image database
- Attention is All you Need (Neural Information Processing Systems)
- Long Short-Term Memory
- Learning Multiple Layers of Features from Tiny Images
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
- Going deeper with convolutions
Their papers
- A Stochastic forward-backward splitting method for solving monotone inclusions in Hilbert spaces (2014) — 19 citations
- Learning multiple visual tasks while discovering their structure (2015) — 17 citations
- Nonparametric sparsity and regularization (2012) — 109 citations
- A Regularization Approach to Nonlinear Variable Selection (2010) — 29 citations